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Statistical-based optimization and scale-up of siderophore production process on laboratory bioreactor

机译:基于统计的实验室生物反应器中铁载体生产过程的优化和放大

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摘要

We report the enhanced production of siderophore in succinate medium by applying two-stage statistical approach, i.e., Plackett–Burman design and response surface methodology (RSM) using central composite design (CCD). In the first stage of optimization, out of 11 variable components of succinate medium, succinic acid, pH and temperature were found as significant components that influenced the siderophore production in Pseudomonas aeruginosa RZS9. The second stage of RSM using CCD consisted of optimizing the concentrations of the variables. Here, 0.49 g/100 ml concentration of succinic acid, pH 7.08 and temperature of 27.80 °C yielded the maximum (68.41 %) siderophore units. All the significant components exhibited quadratic effect on siderophore production. The F value of 28.63, multiple correlation coefficient (R 2) of 0.9626, percent coefficient of variation of 8.81 values indicated that the model was significant and that the experimental data was satisfactorily adjusted to the quadratic model. During validation of these experiments, 6.10 % increase in siderophore yield was obtained. Scale-up of this protocol optimized at shake  flask level up to 5 L-capacity reactor further enhanced the siderophore yield. We claim it to be the first report on statistical optimization of siderophore production by P. aeruginosa RZS9.Electronic supplementary materialThe online version of this article (doi:10.1007/s13205-016-0365-2) contains supplementary material, which is available to authorized users.
机译:我们报告了通过采用两阶段统计方法,即使用中央复合设计(CCD)的Plackett-Burman设计和响应面方法(RSM),在琥珀酸盐介质中铁载体的产量提高。在优化的第一阶段,发现琥珀酸培养基的11种可变成分中,琥珀酸,pH和温度是影响铜绿假单胞菌RZS9中铁载体生成的重要成分。使用CCD的RSM的第二阶段包括优化变量的浓度。在这里,浓度为0.49 g / 100 ml的琥珀酸,pH 7.08和温度为27.80°C产生了最大的(68.41%)铁载体单位。所有重要成分对铁载体的产生均表现出二次效应。 F值为28.63,多重相关系数(R 2 )为0.9626,变异系数为8.81值,表明该模型很有意义,并且实验数据已令人满意地调整为二次模型。在这些实验的验证中,铁载体的产率提高了6.10%。在摇瓶水平上优化该方案的放大规模,直到5 L容量的反应器进一步提高了铁载体的产量。我们声称这是铜绿假单胞菌RZS9对铁载体生产进行统计优化的第一份报告电子补充材料本文的在线版本(doi:10.1007 / s13205-016-0365-2)包含补充材料,已授权使用用户。

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